eval-standard-launch
eval-standard-launch is a Fine-tuning & training data skill for AI agents, published by open-thoughts in the OpenThoughts-Agent repository on GitHub. Skillspace rates eval-standard-launch D (55/100) and it passed the safety scan; the rating is based on static analysis only.
Launch the fixed Delphi #6279 RL-scaling-laws downstream MATH eval suite (MATH-500 / AIME24 / gsm8k via evalchemy + lm_eval) on CINECA Leonardo, for completed SFT / RL / base checkpoints. Covers finding which cells are newly-completed-but-uneval'd, the offline pre-download, the delphi_eval.sbatch invocation + RUN_NAME/STAGE convention, the load-bearing gotchas (chat-template override, 4k context, TP per head-count, MATH500/gsm8k split), and the SCORES.md tracker update. HF-upload-only — NEVER DB-register. Use when asked to eval Delphi #6279 SFT cells / update the scaling-laws score grid. Refs: experiments/active/delphi/rl-scaling-laws-6279/.
- Grade
- D
- Quality
- 55 / 100
- Safety
- Passed
- GitHub stars
- 259
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 84 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- Low-risk patterns
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- mentions secrets in text
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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